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deeplab-test-remote.json
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deeplab-test-remote.json
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{
"train_scenes": [
{
"id": "2-10",
"raster_source": {
"geotiff_files": {
"uris": [
"/opt/data/top_potsdam_2_10_RGBIR.tif"
]
}
},
"ground_truth_label_store": {
"segmentation_raster_file": {
"src": {
"image_file": {
"uri": "/opt/data/top_potsdam_2_10_label_noBoundary.tif"
}
},
"raster_class_map": [
{
"source_class": "#ffff00",
"raster_vision_class": 1
}
]
}
}
}
],
"test_scenes": [
{
"id": "2-11",
"raster_source": {
"geotiff_files": {
"uris": [
"/opt/data/top_potsdam_2_11_RGBIR.tif"
]
}
},
"ground_truth_label_store": {
"segmentation_raster_file": {
"src": {
"image_file": {
"uri": "/opt/data/top_potsdam_2_11_label_noBoundary.tif"
}
},
"raster_class_map": [
{
"source_class": "#ffff00",
"raster_vision_class": 1
}
]
}
}
}
],
"machine_learning": {
"task": "SEMANTIC_SEGMENTATION",
"backend": "TF_DEEPLAB",
"class_items": [
{
"id": 1,
"name": "car",
"color": "#ffff00"
}
]
},
"make_training_chips_options": {
"segmentation_options": {
"empty_survival_probability": 0.2,
"number_of_chips": 133,
"debug_chip_probability": 0.20
}
},
"train_options": {
"pretrained_model_uri": "{rv_root}/deeplabv3_mnv2_pascal_train_aug_2018_01_29.tar.gz",
"backend_config_uri": "{rv_root}/mobilenet-remote-test.config",
"sync_interval": 600,
"segmentation_options": {
}
},
"predict_options": {
"segmentation_options": {
}
},
"eval_options": {
},
"debug": true,
"chip_size": 512,
"raster_transformer": {
"channel_order": [0, 1, 2]
},
"remote_uri_map": {
"rv_root": "s3://raster-vision-mcclain",
"raw": "s3://raster-vision-mcclain/raw-data"
},
"raw_dataset_key": "cowc-potsdam",
"dataset_key": "test",
"model_key": "deeplab",
"prediction_key": "test-set",
"eval_key": "default"
}